Prashant RamUnderstanding the Transformer Architecture in AI ModelsA deep dive into the internal workings of the Transformer Architecture Model (including architecture models of GPT, Bert, and BART)Mar 221Mar 221
Prashant RamUnderstanding Parameters, Context Size, Tokens, Temperature, Shots, CoT prompts, GSM8k, MMLU.What do terms like temperature, shots, parameters eg. 7B, 13B, 70B, and Benchmarks (GSM8K, MMLU), CoT, Autoregressive LLMs actually mean.Mar 201Mar 201
Prashant RamWhat are Transformers in AI Models?Looking under the hood of GPT (Generative Pre-trained Transformer)Mar 19Mar 19
Prashant RaminBlockchain BistroWhat is NLP (Natural Language Processing)? What is the difference between NLP and LLMs?Understanding NLP Models, LLMs, AI Architectures (RNN, LSTM, Transformers), and reviewing ChatGPT vs. Gemini vs. Claude vs. Llama 2 vs…Mar 16Mar 16
Prashant RamServer Side Rendering (SSR) vs. Client Side Rendering (CSR) vs. Pre-Rendering using Static Site…Examining the concepts of Traditional Server Side Rendering (SSR), Static Rendering, SSR at build time, Incremental Static…Oct 19, 20217Oct 19, 20217
Prashant RamWhat is HTTPS ? and how does HTTPS work?A simplified explanation of HTTPS, Certificate Authority, Digital Signatures, and the PKI InfrastructureSep 22, 20211Sep 22, 20211
Prashant RamHow to implement Google Authentication in Node JS using Passport JSHow to quickly implement “Sign in with Google” in your NodeJS (Express JS) application, using Passport JSSep 17, 20213Sep 17, 20213
Prashant RamNode JS with Passport Authentication simplifiedQuickly and easily integrate Passport Authentication into your Node JS application — a clear and simple explanation of Passport JS!Sep 16, 202116Sep 16, 202116
Prashant RamDifference between Session Cookies vs. JWT (JSON Web Tokens), for session management.“Http” is a “stateless” protocol, in that every http call made to a server is like a fresh call, with no memory or “state” of the previous…Sep 14, 20218Sep 14, 20218
Prashant RamA simple Registration and Login backend using NodeJS and MySQLHow to create a simple (but production grade) registration and authentication (i.e. login) backend in NodeJS and MySQL — from scratch in…Aug 29, 20215Aug 29, 20215